An open API service indexing awesome lists of open source software.

"edge-ai" Awesome Lists

cpu-performance-engineering

A reading path for CPU performance engineering, from one instruction to production inference. Primary sources only, with a runnable benchmark for every section.

arm awesome-list benchmarks computer-architecture cpu edge-ai inference low-latency optimization performance

1,154 stars
89 forks
307 projects

Last updated: 14 Oct 2026

awesome-edge-computing

A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.

awesome-list edge-ai edge-computing edge-intelligence emulation fog-computing lightweight-framework serveless simulation simulators

521 stars
88 forks
215 projects

Last updated: 17 Sep 2026

Awesome-EdgeAI

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies"

awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment

118 stars
19 forks
488 projects

Last updated: 10 Sep 2026

awesome-tinyml

TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT devices.

arduino cortex-m edge-ai edge-computing embedded-ml embedded-systems esp32 iot knowledge-distillation microcontroller

58 stars
5 forks
227 projects

Last updated: 29 Aug 2026

awesome-edge-ai-agents

Curated list of papers, frameworks, benchmarks, and applications for multimodal AI agents (LLMs, text-to-image, speech, world models, etc.) on mobile and edge devices.

ai-agents edge-ai edge-ai-agents multimodal-ai on-device-ai

39 stars
10 forks
122 projects

Last updated: 15 Sep 2026

awesome-ncnn

NCNN Framework: High-performance neural network inference for mobile, embedded, and edge AI deployment.

android-ndk arm edge-ai embedded-systems gpu-computing mobile-inference model-optimization ncnn neon neural-network-inference

18 stars
1 forks
124 projects

Last updated: 16 Aug 2026

awesome-smol

A curated list of small foundation models (SFMs) designed to run locally on Edge devices.

ai ai-frontier audio awesome-smol computer-vision deep-learning edge-ai edge-computing edge-devices edge-ml

5 stars
4 forks
69 projects

Last updated: 17 Sep 2026

awesome-cpu-first-ai

Curated, evidence-backed list of runtimes, formats & tools for running AI inference on CPU — start with CPU, justify the GPU.

ai arm awesome awesome-list cpu cpu-inference edge-ai efficient-inference ggml gguf

5 stars
2 forks
146 projects

Last updated: 25 Aug 2026

awesome-ai-gadgets

A curated list of AI-powered gadgets, devices, and hardware for consumers, developers, and makers

ai artificial-intelligence awesome-list consumer-electronics edge-ai gadgets hardware machine-learning

3 stars
0 forks
62 projects

Last updated: 04 Aug 2026

awesome-npu

List of NPUs

ai-accelerator awesome awesome-list awesome-npu deepx edge edge-ai hailo mobilint npu

2 stars
0 forks
330 projects

Last updated: 19 Aug 2026

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awesome-list 4,632 awesome 4,091 awesome-lists 654 machine-learning 496 list 440 deep-learning 404 ai 357 resources 350 llm 342 python 239 hacktoberfest 229 ai-agents 207 lists 205 javascript 201 artificial-intelligence 194 security 185 open-source 175 programming 157 curated-list 156 computer-vision 150 blockchain 147 large-language-models 145 mcp 144 nlp 129 tools 126 chatgpt 117 data-science 114 developer-tools 114 react 110 android 98 natural-language-processing 93 awesome-readme 92 learning 92 devops 90 generative-ai 90 ai-tools 89 linux 88 cybersecurity 88 claude-code 87 ios 84 awesome-resources 83 reinforcement-learning 82 papers 82 openai 81 ethereum 77 robotics 76 css 73 rust 70 nodejs 67 kubernetes 66 computer-science 66 survey 65 claude 65 agent 64 macos 63 collection 63 prompt-engineering 63 agentic-ai 62 design 62 java 61 datasets 61 playground 61 automation 60 agent-skills 60 game-development 60 golang 60 free-resources 59 web3 57 php 57 getvm 57 hacking 56 privacy 54 bitcoin 54 swift 53 llms 53 education 53 frontend 53 tutorial 52 typescript 52 go 52 research 50 github 50 free 50 gpt 50 paper 50 security-tools 49 web 49 agents 49 dataset 48 books 48 tutorials 48 productivity 48 api 47 diffusion-models 47 data 46 deep-neural-networks 46 rag 46 development 45 opensource 45 cryptocurrency 45 paper-list 45 cloud 44 data-visualization 43 plugins 43 skills 43 documentation 42 database 42 gamedev 42 docker 42 community 41 html 41 open-data 41 vue 41 anthropic 41 ml 40 software 40 model-context-protocol 40 deepseek 38 web-development 38 collections 38 game 37 multimodal 37 self-hosted 37 neural-network 36 ai-agent 36 cli 35 testing 35 prompts 35 iot 35 crypto 35 reactjs 34 video-generation 34 software-engineering 34 hands-on 34 labex 34 cpp 34 aws 34 saas 33 algorithms 33 exercises 33 courses 33 games 32 flutter 32 hardware 32 framework 32 mlops 32 video 32 marketing 32 graph-neural-networks 32 defi 32 solidity 31 penetration-testing 31 pentesting 31 dotnet 31 reverse-engineering 31 react-native 31 ruby 30 projects 30 architecture 30 image-generation 30 libraries 30 gemini 30 bioinformatics 30 llm-agents 30 transformer 30 microsoft 29 knowledge-graph 29 mobile 29 csharp 29 windows 29 object-detection 28 cryptography 28 data-analysis 28 smart-contracts 28 ui 28 best-practices 28 codex 28 pytorch 28 osint 28 music 28 openclaw 28 learning-resources 28 links 27 science 27 angular 27 slam 27 cursor 27 foundation-models 27 tensorflow 27 infosec 26 serverless 26 library 26 nextjs 26 self-supervised-learning 26 vibe-coding 26 chinese 26 markdown 26 autonomous-agents 26 git 26 jobs 26 mathematics 25 time-series 25 data-mining 25 chatbot 25 mcp-server 25 3d 25 django 25 embedded 24 roadmap 24 deepseek-harness 24 audio 24 neural-networks 24 kotlin 24 computer-graphics 24 text-to-image 24 awsome-list 24 claude-skills 24 seo 24 langchain 23 interview 23 reasoning 23 awesomeness 23 sql 23 jev 23 unity 23 cloud-computing 23 python3 23 apple 23 mcp-servers 23 segmentation 23 startups 23 autonomous-driving 23 blog 23 startup 23 finance 23 dsh 23 engineering 23 text-to-video 23 networking 23 game-engine 23 federated-learning 22 programming-language 22 devsecops 22 llama 22 coding 22 c 22 website 22 software-development 22 graphql 21 js 21 visualization 21 embodied-ai 21 azure 21 dsh-plugin 21 terminal 21 deeplearning 21 benchmark 21 ai-coding 21 r 21 optimization 21 decentralized 21 gpt-3 21 monitoring 21 awsome 21 apps 21 stable-diffusion 21 blogs 21 hacktoberfest-accepted 21 graph 21 multi-agent 20 opendata 20 transformers 20 youtube 20 gis 20 ai-safety 20 raspberry-pi 19 big-data 19 remote-sensing 19 representation-learning 19 generative-art 19 statistics 19 cloud-native 19 telegram 19 swiftui 19 curated 19 gpt-4 19 vlm 19 backend 19 ai-video 18 laravel 18 data-structures 18 speech-recognition 18 pentest 18 guidelines 18 analytics 18 prompt 18 ai-security 18 bugbounty 18 machinelearning 18 code 18 front-end 18 autonomous-vehicles 17 cheatsheet 17 command-line 17 data-engineering 17 coding-agents 17 containers 17 nerf 17 mllm 17 bash 17 android-development 17 vscode 17 large-language-model 17 malware-analysis 17 quantization 17 github-actions 17 performance 17 gaming 17 knowledge 17 aigc 17 foss 17 image-processing 17 animation 17 webgl 17 llmops 17 ecommerce 16 algorithm 16 reddit 16 cms 16 distributed-systems 16 databases 16 articles 16 system-design 16 ros 16 bert 16 diffusion 16 language 16 pose-estimation 16 technology 16 anomaly-detection 16 copilot 16 generative-model 16 readme 16 medical-imaging 16 classification 16 dart 16 microservices 16 videos 16 memory 16 p2p 15 mysql 15 leetcode 15 solana 15 vuejs 15 react-components 15 students 15 mac 15 npm 15 evm 15 uav 15 multimodal-deep-learning 15 system-one 15 code-generation 15 llm-tools 15 trading 15 recommender-system 15 llm-security 15 beginner-friendly 15 multimodal-large-language-models 15 google 15 resource 15 art 15 detection 15 spain 15 drones 15 espana 15 selfhosted 15 awesome-ai 15 ai-art 14 icons 14 transfer-learning 14 threat-intelligence 14 ui-design 14 podcast 14 observability 14 language-model 14 frameworks 14 software-libre 14 mobile-development 14 3d-graphics 14 sustainability 14 planning 14 webassembly 14 wasm 14 healthcare 14 wordpress 14 oss 14 sysadmin 14 ctf 14 open-science 14 knowledge-base 14 discord 14 gan 14 bug-bounty 14 dotnet-core 14 vector-database 14 typesafe 14 software-architecture 14 graphics 14 vision-language-model 14 multi-agent-systems 14 android-library 14 objective-c 14 yolo 14 multimodal-learning 14 generative-adversarial-network 14 xai 14 quantum-computing 13 infrastructure 13 storage 13 ux 13 unicorns 13 node 13 utilities 13 rest-api 13 deep-reinforcement-learning 13 dapp 13 microservice 13 pwa 13 time-series-analysis 13 semantic-segmentation 13 rl 13 evaluation 13 drone 13 speech-to-text 13 developer 13 search 13 programming-languages 13 free-software 13 geospatial 13 sre 13 lua 13 simulation 13 continual-learning 13 workflow 13 svelte 13 few-shot-learning 13 neuroscience 13 automl 13 datos-abiertos 13 compliance 13 fintech 13 static-analysis 13 webdevelopment 13 interview-questions 13 video-editing 12 es6 12 web-design 12 authentication 12 fuzzing 12 management 12 rails 12 edge-computing 12 elasticsearch 12 prompt-injection 12 infrastructure-as-code 12 social-network 12 reading-list 12 postgresql 12 ai-development 12 leadership 12 application 12 webapp 12 social-media 12 hacking-tools 12 gpu 12 article 12 quantitative-finance 12 creative-coding 12 cyber-security 12 cicd 12 question-answering 12 graphics-programming 12 ros2 12 privacy-tools 12 test-automation 12 guide 12 email 12 search-engine 12 cross-platform 12 static-site-generator 12 math 12 chain-of-thought 12 machine-learning-algorithms 12 vision-and-language 12 typesafe-ai 12 vulnerabilities 12 cuda 12 image 12 swift-library 11